diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a850319..6e45678 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -42,6 +42,34 @@ jobs:
           awslocal s3 ls
           echo "Test Execution complete!"
 
+  localstack-action-version-test:
+    name: 'Test LocalStack Version with Github Actions'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+
+      # We must hack the action call as remote to be able to use the relative paths
+      # Could it break with different CWD? 🤔
+      - name: Start LocalStack
+        uses: jenseng/dynamic-uses@v1
+        with:
+          uses: LocalStack/setup-localstack@${{ env.GH_ACTION_VERSION }}
+          with: |-
+            {
+              "image-tag": "3.2.0",
+              "install-awslocal": "true",
+              "configuration": "DEBUG=1",
+              "use-pro": "true",
+            }
+        env:
+          LOCALSTACK_API_KEY: ${{ secrets.LOCALSTACK_API_KEY }}
+          GH_ACTION_VERSION: ${{ github.event_name == 'pull_request' && github.head_ref || github.ref_name }}
+
+      - name: Run Version Test Against LocalStack
+        run: |
+          LS_VERSION=$(docker ps | grep localstack | cut -d " " -f4 | cut -d ":" -f2)
+          exit $(test "x${LS_VERSION}" = "x3.2.0")
+
   cloud-pods-test:
     name: 'Test Cloud Pods Action'
     runs-on: ubuntu-latest
@@ -99,6 +127,9 @@ jobs:
               "install-awslocal": "true",
               "configuration": "DEBUG=1",
               "use-pro": "true",
+              "state-name": "cloud-pods-test",
+              "state-action": "load",
+              "state-backend": "local",
             }
         env:
           LOCALSTACK_API_KEY: ${{ secrets.LOCALSTACK_API_KEY }}
@@ -106,7 +137,9 @@ jobs:
 
       - name: Run AWS Commands
         run: |
+          awslocal s3 rb s3://test
           awslocal s3 mb s3://test
+          awslocal sqs delete-queue --queue-url $(awslocal sqs get-queue-url --queue-name test-queue --output text)
           awslocal sqs create-queue --queue-name test-queue
 
       - name: Save the State Artifact
diff --git a/.github/workflows/ephemeral.yml b/.github/workflows/ephemeral.yml
index cb378fb..0c46669 100644
--- a/.github/workflows/ephemeral.yml
+++ b/.github/workflows/ephemeral.yml
@@ -15,14 +15,19 @@ jobs:
           uses: LocalStack/setup-localstack@${{ env.GH_ACTION_VERSION }}
           with: |-
             {
-              "github-token": "${{ secrets.GITHUB_TOKEN }}",
+              "github-token": ${{ toJSON(secrets.GITHUB_TOKEN) }},
               "state-backend": "ephemeral",
               "state-action": "start",
-              "skip-ephemeral-stop": "true"
+              "skip-ephemeral-stop": "true",
+              "preview-cmd": ${{ toJSON(env.PREVIEW_CMD) }}
             }
         env:
           LOCALSTACK_API_KEY: ${{ secrets.LOCALSTACK_API_KEY }}
           GH_ACTION_VERSION: ${{ github.event_name == 'pull_request' && github.head_ref || github.ref_name }}
+          PREVIEW_CMD: |-
+            awslocal s3 mb s3://test-bucket
+            awslocal sqs create-queue --queue-name=test-queue
+            echo "Deploy is done."
           
       # We want explicit shutdown
       - name: Shutdown ephemeral instance
@@ -31,7 +36,7 @@ jobs:
           uses: LocalStack/setup-localstack@${{ env.GH_ACTION_VERSION }}
           with: |-
             {
-              "github-token": "${{ secrets.GITHUB_TOKEN }}",
+              "github-token": ${{ toJSON(secrets.GITHUB_TOKEN) }},
               "state-backend": "ephemeral",
               "state-action": "stop"
             }
diff --git a/action.yml b/action.yml
index efdea09..b0c4bad 100644
--- a/action.yml
+++ b/action.yml
@@ -50,7 +50,7 @@ inputs:
   skip-ephemeral-stop:
     description: 'Skip stopping LocalStack Ephemeral Instance'
     required: false
-    default: 'false'
+    default: 'true'
   state-action:
     description: |
       Manage LocalStack state
@@ -72,12 +72,18 @@ inputs:
 runs:
   using: "composite"
   steps:
-    - run: echo "$(ls -d ./../../_actions/LocalStack/setup-localstack/* | grep -v completed)"
+    - run: >
+        echo "GH_ACTION_ROOT=$(
+          ls -d $(
+            ls -d ./../../_actions/* |
+            grep -i localstack |
+            tail -n1
+          )/setup-localstack/* | 
+          grep -v completed | 
+          tail -n1
+        )" >> $GITHUB_ENV
       shell: bash
 
-    - run: echo "GH_ACTION_ROOT=$(ls -d ./../../_actions/LocalStack/setup-localstack/* | grep -v completed)" >> $GITHUB_ENV
-      shell: bash
-    
     - name: Install tools
       uses: jenseng/dynamic-uses@v1
       if: ${{ inputs.skip-startup == 'true' || inputs.state-backend == 'ephemeral' || inputs.state-action == 'save' }}
@@ -85,7 +91,7 @@ runs:
         uses: ${{ env.GH_ACTION_ROOT }}/tools
         with: |-
           {
-            "install-awslocal": "${{ inputs.install-awslocal }}",
+            "install-awslocal": ${{ toJSON(inputs.install-awslocal) }},
           }
 
     - name: Start Localstack
@@ -98,12 +104,12 @@ runs:
         # keeping in there install-awslocal for backward compatibility
         with: |-
           {
-            "image-tag": "${{ inputs.image-tag }}",
-            "install-awslocal": "${{ inputs.install-awslocal }}",
-            "use-pro": "${{ inputs.use-pro }}",
-            "configuration": "${{ inputs.configuration }}",
-            "ci-project": "${{ inputs.ci-project }}",
-            "skip-wait": "${{ inputs.skip-wait }}"
+            "image-tag": ${{ toJSON(inputs.image-tag) }},
+            "install-awslocal": ${{ toJSON(inputs.install-awslocal) }},
+            "use-pro": ${{ toJSON(inputs.use-pro) }},
+            "configuration": ${{ toJSON(inputs.configuration) }},
+            "ci-project": ${{ toJSON(inputs.ci-project) }},
+            "skip-wait": ${{ toJSON(inputs.skip-wait) }}
           }
 
     - name: Create Ephemeral Instance
@@ -113,9 +119,9 @@ runs:
         uses: ${{ env.GH_ACTION_ROOT }}/ephemeral/startup
         with: |-
           {
-            "github-token": "${{ inputs.github-token }}",
-            "preview-cmd": "${{ inputs.preview-cmd }}",
-            "auto-load-pod": "${{ inputs.state-name }}"
+            "github-token": ${{ toJSON(inputs.github-token) }},
+            "preview-cmd": ${{ toJSON(inputs.preview-cmd) }},
+            "auto-load-pod": ${{ toJSON(inputs.state-name) }}
           }
 
     # Use different artifact from current workflow's by passing the workflow's id as WORKFLOW_ID env variable
@@ -126,30 +132,28 @@ runs:
         uses: ${{ env.GH_ACTION_ROOT }}/${{ inputs.state-backend }}
         with: |-
           {
-            "name": "${{ inputs.state-name }}",
-            "action": "${{ inputs.state-action }}"
+            "name": ${{ toJSON(inputs.state-name) }},
+            "action": ${{ toJSON(inputs.state-action) }}
           }
 
     - name: Display Ephemeral Instance URL
       if: ${{ inputs.state-action == 'start' && inputs.state-backend == 'ephemeral' && (inputs.include-preview == 'true' || inputs.ci-project != '') }}
       uses: jenseng/dynamic-uses@v1
-      env:
-        default-include-preview: ${{ fromJSON('["false","true"]')[github.event_name == 'pull_request'] }}
       with:
         uses: ${{ env.GH_ACTION_ROOT }}/finish
         with: |-
           {
-            "github-token": "${{ inputs.github-token }}",
-            "ci-project": "${{ inputs.ci-project }}",
-            "include-preview": "${{ inputs.include-preview != '' && inputs.include-preview || env.include-preview }}"
+            "github-token": ${{ toJSON(inputs.github-token) }},
+            "ci-project": ${{ toJSON(inputs.ci-project) }},
+            "include-preview": ${{ inputs.include-preview != '' && toJSON(inputs.include-preview) || toJSON(env.include-preview) }}
           }
     
     - name: Stop Ephemeral Instance
-      if: ${{ !inputs.skip-ephemeral-stop && inputs.state-action == 'stop' && inputs.state-backend == 'ephemeral' }}
+      if: ${{ (inputs.skip-ephemeral-stop == 'false' || inputs.state-action == 'stop') && inputs.state-backend == 'ephemeral' }}
       uses: jenseng/dynamic-uses@v1
       with:
         uses: ${{ env.GH_ACTION_ROOT }}/ephemeral/shutdown
         with: |-
           {
-            "name": "${{ inputs.github-token }}",
+            "github-token": ${{ toJSON(inputs.github-token) }},
           }
\ No newline at end of file
diff --git a/ephemeral/startup/action.yml b/ephemeral/startup/action.yml
index a3c0981..326a788 100644
--- a/ephemeral/startup/action.yml
+++ b/ephemeral/startup/action.yml
@@ -19,7 +19,16 @@ inputs:
 runs:
   using: composite
   steps:
-    - run: echo "GH_ACTION_ROOT=$(ls -d ./../../_actions/LocalStack/setup-localstack/* | grep -v completed)" >> $GITHUB_ENV
+    - run: >
+        echo "GH_ACTION_ROOT=$(
+          ls -d $(
+            ls -d ./../../_actions/* |
+            grep -i localstack |
+            tail -n1
+          )/setup-localstack/* | 
+          grep -v completed | 
+          tail -n1
+        )" >> $GITHUB_ENV
       shell: bash
 
     - name: Initial PR comment
@@ -29,7 +38,7 @@ runs:
         uses: ${{ env.GH_ACTION_ROOT }}/prepare
         with: |-
           {
-            "github-token": "${{ inputs.github-token }}"
+            "github-token": ${{ toJSON(inputs.github-token) }}
           }
 
     - name: Download PR artifact
diff --git a/finish/action.yml b/finish/action.yml
index eb8c95f..c5e2e09 100644
--- a/finish/action.yml
+++ b/finish/action.yml
@@ -17,12 +17,24 @@ inputs:
 runs:
   using: composite
   steps:
-    - name: Download PR artifact
-      uses: dawidd6/action-download-artifact@v2
+    # Try to get pr artifact from current workflow
+    - name: Download current PR artifact
+      id: get-pr-artifact
+      uses: actions/download-artifact@v3
+      continue-on-error: true
       with:
-        workflow: ${{ github.event.workflow_run.workflow_id }}
         name: pr
 
+    # If the above fails, try to get the latest pr artifact from the PR related workflows
+    - name: Download latest PR artifact
+      uses: dawidd6/action-download-artifact@v6
+      if: ${{ steps.get-pr-artifact.outcome == 'failure' }}
+      with:
+        name: pr
+        pr: ${{ github.event.pull_request.number }}
+        # Can be ID or workflow file name, if empty falls back to the latest successful run of the current workflow
+        workflow: ${{ env.PR_ARTIFACT_WORKFLOW }}
+
     - name: Load the PR ID
       id: pr
       shell: bash
@@ -32,8 +44,8 @@ runs:
       shell: bash
       if: inputs.include-preview
       run: |
-        if [[ -n "${{ inputs.preview-url }}" ]]; then
-          echo "LS_PREVIEW_URL=${{ inputs.preview-url }}" >> $GITHUB_ENV
+        if [[ -n "${LS_PREVIEW_URL:-${{ inputs.preview-url }}}" ]]; then
+          echo "LS_PREVIEW_URL=${LS_PREVIEW_URL:-${{ inputs.preview-url }}}" >> $GITHUB_ENV
         elif [[ -e ls-preview-url.txt ]]; then
           echo "LS_PREVIEW_URL=$(<ls-preview-url.txt)" >> $GITHUB_ENV
         else
diff --git a/local/action.yml b/local/action.yml
index 9f56139..1705300 100644
--- a/local/action.yml
+++ b/local/action.yml
@@ -13,14 +13,23 @@ inputs:
 runs:
   using: "composite"
   steps:
-    - name: Download PR artifact
-      uses: dawidd6/action-download-artifact@v2
+    # Try to get pr artifact from current workflow
+    - name: Download current workflow's Local State artifact
+      id: get-state-artifact
       if: ${{ inputs.action == 'load' }}
-      env:
-        workflow_id: ${{ env.WORKFLOW_ID == '' && github.event.workflow_run.workflow_id || env.WORKFLOW_ID }} 
+      uses: actions/download-artifact@v3
+      continue-on-error: true
+      with:
+        name: ${{ inputs.name }}
+
+    # If the above fails, try to get the latest artifact from given workflow
+    - name: Download latest Local State artifact
+      uses: dawidd6/action-download-artifact@v6
+      if: ${{ inputs.action == 'load' && steps.get-state-artifact.outcome == 'failure' }}
       with:
-        workflow: 
         name: ${{ inputs.name }}
+        workflow: ${{ env.LS_STATE_ARTIFACT_WORKFLOW }} # Can be ID or workflow file name, if empty falls back to the latest successful run of the current workflow
+        if_no_artifact_found: warn
 
     - run: |
         if [ "$ACTION" = "save" ]; then
diff --git a/startup/action.yml b/startup/action.yml
index bd8b760..ec88fd5 100644
--- a/startup/action.yml
+++ b/startup/action.yml
@@ -37,7 +37,16 @@ runs:
     #   with:
     #     github-token: ${{ inputs.github-token }}
     #     ci-project: ${{ inputs.ci-project }}
-    - run: echo "GH_ACTION_ROOT=$(ls -d ./../../_actions/LocalStack/setup-localstack/* | grep -v completed)" >> $GITHUB_ENV
+    - run: >
+        echo "GH_ACTION_ROOT=$(
+          ls -d $(
+            ls -d ./../../_actions/* |
+            grep -i localstack |
+            tail -n1
+          )/setup-localstack/* | 
+          grep -v completed | 
+          tail -n1
+        )" >> $GITHUB_ENV
       shell: bash
 
     - name: Install tools
@@ -46,7 +55,7 @@ runs:
         uses: ${{ env.GH_ACTION_ROOT }}/tools
         with: |-
           {
-            "install-awslocal": "${{ inputs.install-awslocal }}",
+            "install-awslocal": ${{ toJSON(inputs.install-awslocal) }},
           }
 
     - name: Start LocalStack
@@ -55,12 +64,14 @@ runs:
           if [ "x$LOCALSTACK_AUTH_TOKEN" = "x" -o "x$LOCALSTACK_API_KEY" = "x" ]; then
             echo "WARNING: LocalStack API key not detected, please verify your configuration..."
           fi
-          docker pull localstack/localstack-pro:"$IMAGE_TAG" &
-          CONFIGURATION="$CONFIGURATION DNS_ADDRESS=127.0.0.1"
+          CONFIGURATION="DNS_ADDRESS=127.0.0.1 ${CONFIGURATION}"
+          IMAGE_NAME="${IMAGE_NAME:-localstack/localstack-pro:${IMAGE_TAG}}"
         else
-          docker pull localstack/localstack:"$IMAGE_TAG" &
+          IMAGE_NAME="${IMAGE_NAME:-localstack/localstack:${IMAGE_TAG}}"
         fi
 
+        CONFIGURATION="IMAGE_NAME=${IMAGE_NAME} ${CONFIGURATION}"
+        docker pull ${IMAGE_NAME} &
         export CI_PROJECT=${{ inputs.ci-project }}
         eval "${CONFIGURATION} localstack start -d"
 
diff --git a/tools/action.yml b/tools/action.yml
index 65b59fd..ee90f84 100644
--- a/tools/action.yml
+++ b/tools/action.yml
@@ -11,11 +11,11 @@ runs:
   steps:
     - name: Start LocalStack
       run: |
+        pip install --upgrade pip
         which localstack > /dev/null || pip install localstack
         if [ "$INSTALL_AWSLOCAL" = true ]; then
           which awslocal > /dev/null || pip install awscli-local[ver1]
         fi
-
       shell: bash
       env:
         INSTALL_AWSLOCAL: "${{ inputs.install-awslocal }}"